Fumin Guo

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 28

Top Topics

Magnetic Resonance Imaging

Fault Detection

Top Venues

Medical Image Anal.

IEEE J. Biomed. Health Informatics

Publications

Zimeng Li, Sa Xiao, Cheng Wang, Haidong Li, Xiuchao Zhao, Caohui Duan, Qian Zhou, Qiuchen Rao, Yuan Fang, Junshuai Xie, Lei Shi, Fumin Guo, Chaohui Ye, Xin Zhou
Encoding Enhanced Complex CNN for Accurate and Highly Accelerated MRI. IEEE Trans. Medical Imaging 43 (5) (2024)
Linxuan Han, Sa Xiao, Zimeng Li, Haidong Li, Xiuchao Zhao, Fumin Guo, Yeqing Han, Xin Zhou
Enhanced Self-supervised Learning for Multi-modality MRI Segmentation and Classification: A Novel Approach Avoiding Model Collapse. CoRR (2024)
Zimeng Li, Sa Xiao, Cheng Wang, Haidong Li, Xiuchao Zhao, Caohui Duan, Qian Zhou, Qiuchen Rao, Yuan Fang, Junshuai Xie, Lei Shi, Fumin Guo, Chaohui Ye, Xin Zhou
Encoding Enhanced Complex CNN for Accurate and Highly Accelerated MRI. CoRR (2023)
Fumin Guo, Hua Zhang, Yilu Xu, Genliang Xiong, Cheng Zeng
Isokinetic Rehabilitation Trajectory Planning of an Upper Extremity Exoskeleton Rehabilitation Robot Based on a Multistrategy Improved Whale Optimization Algorithm. Symmetry 15 (1) (2023)
Matthew Ng, Fumin Guo, Labonny Biswas, Steffen E. Petersen, Stefan K. Piechnik, Stefan Neubauer, Graham A. Wright
Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study. IEEE Trans. Biomed. Eng. 70 (6) (2023)
Fumin Guo, Matthew Ng, Grey Kuling, Graham A. Wright
Cardiac MRI segmentation with sparse annotations: Ensembling deep learning uncertainty and shape priors. Medical Image Anal. 81 (2022)
Ran Zhou, Fumin Guo, M. Reza Azarpazhooh, Samineh Hashemi, Xinyao Cheng, John David Spence, Mingyue Ding, Aaron Fenster
Deep Learning-Based Measurement of Total Plaque Area in B-Mode Ultrasound Images. IEEE J. Biomed. Health Informatics 25 (8) (2021)
Fumin Guo, Dante P. I. Capaldi, David G. McCormack, Aaron Fenster, Grace Parraga
Ultra-short echo-time magnetic resonance imaging lung segmentation with under-Annotations and domain shift. Medical Image Anal. 72 (2021)
Fumin Guo, Matthew Ng, Idan Roifman, Graham A. Wright
Cardiac MRI Left Ventricular Segmentation and Function Quantification Using Pre-trained Neural Networks. FIMH (2021)
Wufeng Xue, Jiahui Li, Zhiqiang Hu, Eric Kerfoot, James R. Clough, Ilkay Öksüz, Hao Xu, Vicente Grau, Fumin Guo, Matthew Ng, Xiang Li, Quanzheng Li, Lihong Liu, Jin Ma, Elias Grinias, Georgios Tziritas, Wenjun Yan, Angélica Atehortúa, Mireille Garreau, Yeonggul Jang, Alejandro Debus, Enzo Ferrante, Guanyu Yang, Tiancong Hua, Shuo Li
Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data. IEEE J. Biomed. Health Informatics 25 (9) (2021)
Fumin Guo, Matthew Ng, Graham A. Wright
Cardiac cine MRI left ventricle segmentation combining deep learning and graphical models. Medical Imaging: Image Processing (2020)
Ran Zhou, Fumin Guo, M. Reza Azarpazhooh, John David Spence, Eranga Ukwatta, Mingyue Ding, Aaron Fenster
A Voxel-Based Fully Convolution Network and Continuous Max-Flow for Carotid Vessel-Wall-Volume Segmentation From 3D Ultrasound Images. IEEE Trans. Medical Imaging 39 (9) (2020)
Fumin Guo, Matthew Ng, Maged Goubran, Steffen E. Petersen, Stefan K. Piechnik, Stefan Neubauer, Graham A. Wright
Improving cardiac MRI convolutional neural network segmentation on small training datasets and dataset shift: A continuous kernel cut approach. Medical Image Anal. 61 (2020)
Matthew Ng, Fumin Guo, Labonny Biswas, Steffen E. Petersen, Stefan K. Piechnik, Stefan Neubauer, Graham A. Wright
Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study. CoRR (2020)
Yilu Xu, Jing Hua, Hua Zhang, Ronghua Hu, Xin Huang, Jizhong Liu, Fumin Guo
Improved Transductive Support Vector Machine for a Small Labelled Set in Motor Imagery-Based Brain-Computer Interface. Comput. Intell. Neurosci. 2019 (2019)
Alexander M. Matheson, Dante P. I. Capaldi, Fumin Guo, Rachel L. Eddy, David G. McCormack, Grace Parraga
Fourier decomposition free-breathing H MRI perfusion maps in asthma. Medical Imaging: Image Processing (2019)
Mengyuan Li, Maxime Sermesant, Sebastian Ferguson, Fumin Guo, Jennifer Barry, Xiuling Qi, Peter Lin, Matthew Ng, Graham A. Wright, Mihaela Pop
Pipeline to Build and Test Robust 3D T1 Mapping-Based Heart Models for EP Interventions: Preliminary Results. FIMH (2019)
Yilu Xu, Qingguo Wei, Hua Zhang, Ronghua Hu, Jizhong Liu, Jing Hua, Fumin Guo
Transfer Learning Based on Regularized Common Spatial Patterns Using Cosine Similarities of Spatial Filters for Motor-Imagery BCI. J. Circuits Syst. Comput. 28 (7) (2019)
Jing Hua, Hua Zhang, Jizhong Liu, Yilu Xu, Fumin Guo
Direct Arrhythmia Classification from Compressive ECG Signals in Wearable Health Monitoring System. J. Circuits Syst. Comput. 27 (6) (2018)
Linwei Li, Xuemei Ren, Fumin Guo
Modified multi-innovation stochastic gradient algorithm for Wiener-Hammerstein systems with backlash. J. Frankl. Inst. 355 (9) (2018)
Fumin Guo, Matthew Ng, Graham A. Wright
Cardiac MRI Left Ventricle Segmentation and Quantification: A Framework Combining U-Net and Continuous Max-Flow. STACOM@MICCAI (2018)
Fumin Guo, Mengyuan Li, Matthew Ng, Graham A. Wright, Mihaela Pop
Cine and Multicontrast Late Enhanced MRI Registration for 3D Heart Model Construction. STACOM@MICCAI (2018)
Fumin Guo, Xuemei Ren, Zhijun Li, Cunwu Han
Fault detection for linear discrete-time systems with output quantisation. Int. J. Control 90 (10) (2017)
Fumin Guo, Xuemei Ren, Zhijun Li, Cunwu Han
Fault Detection for Singular Discrete-Time Linear Systems with Signal-to-Noise Ratio Constrained Channels. Circuits Syst. Signal Process. 36 (6) (2017)
Fumin Guo, Dante P. I. Capaldi, Robert Di Cesare, Aaron Fenster, Grace Parraga
Registration pipeline for pulmonary free-breathing 1H MRI ventilation measurements. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2017)
Fumin Guo, Xuemei Ren
Fault estimation and active fault tolerant control for servo systems. RCAR (2016)
Fumin Guo, Xuemei Ren, Tianyi Zeng, Zhijun Li, Cunwu Han
Fault detection for quantized feedback systems with actuator faults. ACC (2016)
Fumin Guo, Xuemei Ren, Zhijun Li, Cunwu Han
Fault detection for discrete-time Lipschitz nonlinear systems with signal-to-noise ratio constrained channels. Neurocomputing 194 (2016)
Fumin Guo, Sarah Svenningsen, Emma Bluemke, Martin Rajchl, Jing Yuan, Aaron Fenster, Grace Parraga
Automated pulmonary lobar ventilation measurements using volume-matched thoracic CT and MRI. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2015)
Fumin Guo, Xuemei Ren, Zhijun Li, Cunwu Han
Robust fault detection for uncertain discrete-time systems subject to signal-to-noise ratio constrained channels. J. Frankl. Inst. 352 (10) (2015)
Fumin Guo, Jing Yuan, Martin Rajchl, Sarah Svenningsen, Dante P. I. Capaldi, Khadija Sheikh, Aaron Fenster, Grace Parraga
He MRI with spatial consistence prior. Medical Image Anal. 23 (1) (2015)
Wu Qiu, Martin Rajchl, Fumin Guo, Yue Sun, Eranga Ukwatta, Aaron Fenster, Jing Yuan
3D Prostate TRUS Segmentation Using Globally Optimized Volume-Preserving Prior. MICCAI (1) (2014)